{"id":"W2015632807","doi":"10.1177/135581960501000103","title":"Audit of submissions: July 2003 to June 2004","year":2005,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Audit; Medicine; Business; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0150251,0.001040587,0.001130855,0.01791213,0.004924288,0.00838217,0.002325086,0.003143676,0.02462889],"category_scores_gemma":[0.1126989,0.001105059,0.0008793594,0.01182249,0.00135476,0.002065742,0.002652264,0.002978018,0.02035986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005951162,"about_ca_system_score_gemma":0.01667351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04339157,"about_ca_topic_score_gemma":0.07476298,"domain_scores_codex":[0.9590218,0.003780406,0.005454885,0.001814744,0.02688733,0.003040818],"domain_scores_gemma":[0.7652658,0.02017316,0.02868115,0.01159178,0.1656044,0.008683782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001333443,0.0002527875,0.02514509,0.0007932976,0.00007702302,0.00104408,0.0007943942,0.0002747104,0.001780903,0.001346135,0.8977817,0.06937644],"study_design_scores_gemma":[0.000191855,0.0003479205,0.1723873,0.001078264,0.0001019357,0.0005018567,0.001366478,0.001389386,0.003519129,0.0007960888,0.8181601,0.0001596357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2556644,0.01642818,0.01000756,0.06601004,0.1156949,0.01231066,0.1314567,0.0175367,0.374891],"genre_scores_gemma":[0.2528242,0.005901849,0.008357935,0.01464898,0.009247443,0.00277954,0.04864449,0.002329973,0.6552656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04339157,"threshold_uncertainty_score":0.08627802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07004370689586109,"score_gpt":0.5058717070244334,"score_spread":0.4358280001285723,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}